The vibrant colors of the bookstore suddenly seemed muted. Maya’s hands trembled as she read the article. Adrian Stone, the author whose poetic storytelling had captivated her, was being accused of plagiarism. The evidence was presented with stark clarity. She had always loved him.

She felt a stinging sensation in her eyes, though no tears fell. Her heart pounded against her ribs. She thought of all the books she owned, all the interviews she’d watched, all the quotes she’d memorized. The man she idolized had copied from a lesser-known writer.

She backed away from the display of his books, feeling as if she were shrinking into herself. The world appeared to twist and warp. She felt a deep, profound upset. The air in the store was now difficult to breathe.

Emotion: astonished

Cluster: Surprise / Confusion
PC1 (Valence): -0.84 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion astonished. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 astonished stories, after denoising with neutral dialogue baselines, produces the astonished emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the astonished vector is projected through the unembedding matrix.

Promoted:
que0.448
de0.350
la0.323
l0.307
incred0.266
Suppressed:
own-0.289
cheerfully-0.231
enjoyed-0.224
开心-0.221
ี่ยว-0.219